Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 3168 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 519.9 KiB |
| Average record size in memory | 168.0 B |
Variable types
| NUM | 20 |
|---|---|
| CAT | 1 |
| Dataset has 2 (0.1%) duplicate rows | Duplicates |
median is highly correlated with meanfreq and 1 other fields | High correlation |
meanfreq is highly correlated with median and 2 other fields | High correlation |
Q25 is highly correlated with meanfreq and 1 other fields | High correlation |
kurt is highly correlated with skew | High correlation |
skew is highly correlated with kurt | High correlation |
centroid is highly correlated with meanfreq and 2 other fields | High correlation |
dfrange is highly correlated with maxdom | High correlation |
maxdom is highly correlated with dfrange | High correlation |
label is uniformly distributed | Uniform |
mode has 236 (7.4%) zeros | Zeros |
dfrange has 65 (2.1%) zeros | Zeros |
modindx has 65 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-18 11:21:45.608285 |
|---|---|
| Analysis finished | 2021-03-18 11:22:29.293968 |
| Duration | 43.69 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1809066104 |
|---|---|
| Minimum | 0.039363343 |
| Maximum | 0.251123759 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.039363343 |
|---|---|
| 5-th percentile | 0.1259677736 |
| Q1 | 0.1636621367 |
| median | 0.1848384095 |
| Q3 | 0.199146051 |
| 95-th percentile | 0.2291036805 |
| Maximum | 0.251123759 |
| Range | 0.211760416 |
| Interquartile range (IQR) | 0.03548391425 |
Descriptive statistics
| Standard deviation | 0.0299178379 |
|---|---|
| Coefficient of variation (CV) | 0.1653772509 |
| Kurtosis | 0.8051605422 |
| Mean | 0.1809066104 |
| Median Absolute Deviation (MAD) | 0.017386913 |
| Skewness | -0.6174952713 |
| Sum | 573.1121417 |
| Variance | 0.0008950770247 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.212189915 | 2 | 0.1% | |
| 0.213732372 | 2 | 0.1% | |
| 0.159510792 | 1 | < 0.1% | |
| 0.118338679 | 1 | < 0.1% | |
| 0.224630573 | 1 | < 0.1% | |
| 0.189139373 | 1 | < 0.1% | |
| 0.19083691 | 1 | < 0.1% | |
| 0.202326264 | 1 | < 0.1% | |
| 0.085150614 | 1 | < 0.1% | |
| 0.202306162 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.039363343 | 1 | < 0.1% | |
| 0.048254075 | 1 | < 0.1% | |
| 0.059645487 | 1 | < 0.1% | |
| 0.059780985 | 1 | < 0.1% | |
| 0.062182312 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.251123759 | 1 | < 0.1% | |
| 0.249636593 | 1 | < 0.1% | |
| 0.247040684 | 1 | < 0.1% | |
| 0.244356447 | 1 | < 0.1% | |
| 0.243528037 | 1 | < 0.1% |
sd
Real number (ℝ≥0)
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0571259649 |
|---|---|
| Minimum | 0.018363242 |
| Maximum | 0.115273247 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.018363242 |
|---|---|
| 5-th percentile | 0.03161699645 |
| Q1 | 0.04195354575 |
| median | 0.0591551195 |
| Q3 | 0.06702042325 |
| 95-th percentile | 0.0854869509 |
| Maximum | 0.115273247 |
| Range | 0.096910005 |
| Interquartile range (IQR) | 0.0250668775 |
Descriptive statistics
| Standard deviation | 0.01665224708 |
|---|---|
| Coefficient of variation (CV) | 0.2915004956 |
| Kurtosis | -0.521788949 |
| Mean | 0.0571259649 |
| Median Absolute Deviation (MAD) | 0.0124773995 |
| Skewness | 0.1369163163 |
| Sum | 180.9750568 |
| Variance | 0.0002772973329 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.057704739 | 2 | 0.1% | |
| 0.043190431 | 2 | 0.1% | |
| 0.036021954 | 1 | < 0.1% | |
| 0.076687615 | 1 | < 0.1% | |
| 0.0459615 | 1 | < 0.1% | |
| 0.03556831 | 1 | < 0.1% | |
| 0.036627576 | 1 | < 0.1% | |
| 0.043763577 | 1 | < 0.1% | |
| 0.058617688 | 1 | < 0.1% | |
| 0.031833916 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.018363242 | 1 | < 0.1% | |
| 0.021781991 | 1 | < 0.1% | |
| 0.024001665 | 1 | < 0.1% | |
| 0.024268932 | 1 | < 0.1% | |
| 0.02456279 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.115273247 | 1 | < 0.1% | |
| 0.114508038 | 1 | < 0.1% | |
| 0.112649119 | 1 | < 0.1% | |
| 0.111260492 | 1 | < 0.1% | |
| 0.111256969 | 1 | < 0.1% |
| Distinct | 3077 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1856206765 |
|---|---|
| Minimum | 0.010974576 |
| Maximum | 0.26122449 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.010974576 |
|---|---|
| 5-th percentile | 0.1163549304 |
| Q1 | 0.1695925233 |
| median | 0.190032379 |
| Q3 | 0.210618127 |
| 95-th percentile | 0.2358259825 |
| Maximum | 0.26122449 |
| Range | 0.250249914 |
| Interquartile range (IQR) | 0.04102560375 |
Descriptive statistics
| Standard deviation | 0.03636014632 |
|---|---|
| Coefficient of variation (CV) | 0.1958841386 |
| Kurtosis | 1.629500927 |
| Mean | 0.1856206765 |
| Median Absolute Deviation (MAD) | 0.0205781325 |
| Skewness | -1.012784663 |
| Sum | 588.0463031 |
| Variance | 0.00132206024 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.186666667 | 6 | 0.2% | |
| 0.22 | 4 | 0.1% | |
| 0.212121212 | 3 | 0.1% | |
| 0.204132554 | 3 | 0.1% | |
| 0.183448276 | 3 | 0.1% | |
| 0.1792 | 3 | 0.1% | |
| 0.172031558 | 3 | 0.1% | |
| 0.212592593 | 2 | 0.1% | |
| 0.22358209 | 2 | 0.1% | |
| 0.19884058 | 2 | 0.1% | |
| Other values (3067) | 3137 | 99.0% |
| Value | Count | Frequency (%) | |
| 0.010974576 | 1 | < 0.1% | |
| 0.013587522 | 1 | < 0.1% | |
| 0.01579031 | 1 | < 0.1% | |
| 0.026994681 | 1 | < 0.1% | |
| 0.029361296 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.26122449 | 1 | < 0.1% | |
| 0.260540541 | 1 | < 0.1% | |
| 0.25741705 | 1 | < 0.1% | |
| 0.25698356 | 1 | < 0.1% | |
| 0.256631259 | 1 | < 0.1% |
| Distinct | 3103 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1404555905 |
|---|---|
| Minimum | 0.000228758 |
| Maximum | 0.247346939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.000228758 |
|---|---|
| 5-th percentile | 0.04358040915 |
| Q1 | 0.111086513 |
| median | 0.1402864185 |
| Q3 | 0.1759387712 |
| 95-th percentile | 0.2152441288 |
| Maximum | 0.247346939 |
| Range | 0.247118181 |
| Interquartile range (IQR) | 0.06485225825 |
Descriptive statistics
| Standard deviation | 0.04867971586 |
|---|---|
| Coefficient of variation (CV) | 0.3465843951 |
| Kurtosis | 0.01833354694 |
| Mean | 0.1404555905 |
| Median Absolute Deviation (MAD) | 0.032641123 |
| Skewness | -0.4908766852 |
| Sum | 444.9633106 |
| Variance | 0.002369714736 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.14 | 6 | 0.2% | |
| 0.171612903 | 3 | 0.1% | |
| 0.203636364 | 3 | 0.1% | |
| 0.103679754 | 2 | 0.1% | |
| 0.136818182 | 2 | 0.1% | |
| 0.168690293 | 2 | 0.1% | |
| 0.126414709 | 2 | 0.1% | |
| 0.184333333 | 2 | 0.1% | |
| 0.148880597 | 2 | 0.1% | |
| 0.224563758 | 2 | 0.1% | |
| Other values (3093) | 3142 | 99.2% |
| Value | Count | Frequency (%) | |
| 0.000228758 | 1 | < 0.1% | |
| 0.000235492 | 1 | < 0.1% | |
| 0.000239521 | 1 | < 0.1% | |
| 0.000250223 | 1 | < 0.1% | |
| 0.000266921 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.247346939 | 1 | < 0.1% | |
| 0.242123532 | 1 | < 0.1% | |
| 0.240735194 | 1 | < 0.1% | |
| 0.240541625 | 1 | < 0.1% | |
| 0.239459459 | 1 | < 0.1% |
Q75
Real number (ℝ≥0)
| Distinct | 3034 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2247649614 |
|---|---|
| Minimum | 0.042946274 |
| Maximum | 0.273469388 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.042946274 |
|---|---|
| 5-th percentile | 0.1874137336 |
| Q1 | 0.2087466155 |
| median | 0.225684215 |
| Q3 | 0.2436604827 |
| 95-th percentile | 0.2576779698 |
| Maximum | 0.273469388 |
| Range | 0.230523114 |
| Interquartile range (IQR) | 0.03491386725 |
Descriptive statistics
| Standard deviation | 0.02363927828 |
|---|---|
| Coefficient of variation (CV) | 0.1051733248 |
| Kurtosis | 2.981810298 |
| Mean | 0.2247649614 |
| Median Absolute Deviation (MAD) | 0.0174242505 |
| Skewness | -0.9003108142 |
| Sum | 712.0553977 |
| Variance | 0.0005588154777 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.241818182 | 5 | 0.2% | |
| 0.24 | 5 | 0.2% | |
| 0.233333333 | 4 | 0.1% | |
| 0.245 | 4 | 0.1% | |
| 0.229090909 | 4 | 0.1% | |
| 0.248888889 | 4 | 0.1% | |
| 0.24137931 | 4 | 0.1% | |
| 0.247780822 | 3 | 0.1% | |
| 0.208571429 | 3 | 0.1% | |
| 0.240408163 | 3 | 0.1% | |
| Other values (3024) | 3129 | 98.8% |
| Value | Count | Frequency (%) | |
| 0.042946274 | 1 | < 0.1% | |
| 0.058268467 | 1 | < 0.1% | |
| 0.075957447 | 1 | < 0.1% | |
| 0.09019344 | 1 | < 0.1% | |
| 0.09266619 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.273469388 | 1 | < 0.1% | |
| 0.26985173 | 1 | < 0.1% | |
| 0.26893733 | 1 | < 0.1% | |
| 0.268924051 | 1 | < 0.1% | |
| 0.268791994 | 1 | < 0.1% |
IQR
Real number (ℝ≥0)
| Distinct | 3068 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08430937094 |
|---|---|
| Minimum | 0.014557731 |
| Maximum | 0.252225201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.014557731 |
|---|---|
| 5-th percentile | 0.02548668955 |
| Q1 | 0.0425597345 |
| median | 0.094279954 |
| Q3 | 0.1141750868 |
| 95-th percentile | 0.1563189556 |
| Maximum | 0.252225201 |
| Range | 0.23766747 |
| Interquartile range (IQR) | 0.07161535225 |
Descriptive statistics
| Standard deviation | 0.04278305438 |
|---|---|
| Coefficient of variation (CV) | 0.5074531324 |
| Kurtosis | -0.448160297 |
| Mean | 0.08430937094 |
| Median Absolute Deviation (MAD) | 0.0326551935 |
| Skewness | 0.2954323561 |
| Sum | 267.0920871 |
| Variance | 0.001830389742 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.043076923 | 4 | 0.1% | |
| 0.105 | 4 | 0.1% | |
| 0.035 | 4 | 0.1% | |
| 0.046666667 | 3 | 0.1% | |
| 0.024888889 | 3 | 0.1% | |
| 0.105844504 | 3 | 0.1% | |
| 0.023333333 | 3 | 0.1% | |
| 0.026540284 | 2 | 0.1% | |
| 0.114520548 | 2 | 0.1% | |
| 0.098378378 | 2 | 0.1% | |
| Other values (3058) | 3138 | 99.1% |
| Value | Count | Frequency (%) | |
| 0.014557731 | 1 | < 0.1% | |
| 0.014922481 | 1 | < 0.1% | |
| 0.015111111 | 1 | < 0.1% | |
| 0.01549101 | 1 | < 0.1% | |
| 0.016585366 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.252225201 | 1 | < 0.1% | |
| 0.248770257 | 1 | < 0.1% | |
| 0.248191654 | 1 | < 0.1% | |
| 0.245965271 | 1 | < 0.1% | |
| 0.245300286 | 1 | < 0.1% |
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.14016752 |
|---|---|
| Minimum | 0.141735424 |
| Maximum | 34.72545327 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.141735424 |
|---|---|
| 5-th percentile | 1.122956172 |
| Q1 | 1.649568695 |
| median | 2.197100657 |
| Q3 | 2.931694047 |
| 95-th percentile | 6.918370951 |
| Maximum | 34.72545327 |
| Range | 34.58371785 |
| Interquartile range (IQR) | 1.282125352 |
Descriptive statistics
| Standard deviation | 4.240528713 |
|---|---|
| Coefficient of variation (CV) | 1.350414806 |
| Kurtosis | 25.36344634 |
| Mean | 3.14016752 |
| Median Absolute Deviation (MAD) | 0.6101389845 |
| Skewness | 4.933314185 |
| Sum | 9948.050704 |
| Variance | 17.98208377 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2.113598278 | 2 | 0.1% | |
| 1.862572809 | 2 | 0.1% | |
| 4.105541056 | 1 | < 0.1% | |
| 2.300772276 | 1 | < 0.1% | |
| 5.81689975 | 1 | < 0.1% | |
| 1.733364351 | 1 | < 0.1% | |
| 2.450804801 | 1 | < 0.1% | |
| 2.385628306 | 1 | < 0.1% | |
| 2.138169548 | 1 | < 0.1% | |
| 34.72545327 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.141735424 | 1 | < 0.1% | |
| 0.285020285 | 1 | < 0.1% | |
| 0.326033034 | 1 | < 0.1% | |
| 0.529583803 | 1 | < 0.1% | |
| 0.548742705 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 34.72545327 | 1 | < 0.1% | |
| 34.53748756 | 1 | < 0.1% | |
| 33.56633753 | 1 | < 0.1% | |
| 33.16730036 | 1 | < 0.1% | |
| 32.35073927 | 1 | < 0.1% |
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.56846079 |
|---|---|
| Minimum | 2.068455491 |
| Maximum | 1309.612887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 2.068455491 |
|---|---|
| 5-th percentile | 3.755363316 |
| Q1 | 5.669546856 |
| median | 8.318463289 |
| Q3 | 13.64890532 |
| 95-th percentile | 75.16913085 |
| Maximum | 1309.612887 |
| Range | 1307.544432 |
| Interquartile range (IQR) | 7.979358461 |
Descriptive statistics
| Standard deviation | 134.9286612 |
|---|---|
| Coefficient of variation (CV) | 3.689755005 |
| Kurtosis | 35.93212929 |
| Mean | 36.56846079 |
| Median Absolute Deviation (MAD) | 3.304528941 |
| Skewness | 5.872586434 |
| Sum | 115848.8838 |
| Variance | 18205.74362 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7.890926985 | 2 | 0.1% | |
| 6.109790286 | 2 | 0.1% | |
| 15.31788797 | 1 | < 0.1% | |
| 7.29676078 | 1 | < 0.1% | |
| 10.24015176 | 1 | < 0.1% | |
| 14.42911883 | 1 | < 0.1% | |
| 26.98678956 | 1 | < 0.1% | |
| 6.708772448 | 1 | < 0.1% | |
| 60.95324128 | 1 | < 0.1% | |
| 11.23717577 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 2.068455491 | 1 | < 0.1% | |
| 2.209672772 | 1 | < 0.1% | |
| 2.269432223 | 1 | < 0.1% | |
| 2.293368 | 1 | < 0.1% | |
| 2.46256132 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1309.612887 | 1 | < 0.1% | |
| 1271.353628 | 1 | < 0.1% | |
| 1202.684552 | 1 | < 0.1% | |
| 1193.434066 | 1 | < 0.1% | |
| 1128.534782 | 1 | < 0.1% |
sp.ent
Real number (ℝ≥0)
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8951270643 |
|---|---|
| Minimum | 0.738650686 |
| Maximum | 0.981996589 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.738650686 |
|---|---|
| 5-th percentile | 0.8167506624 |
| Q1 | 0.8618109808 |
| median | 0.9017668305 |
| Q3 | 0.9287134565 |
| 95-th percentile | 0.9629862749 |
| Maximum | 0.981996589 |
| Range | 0.243345903 |
| Interquartile range (IQR) | 0.06690247575 |
Descriptive statistics
| Standard deviation | 0.04497951839 |
|---|---|
| Coefficient of variation (CV) | 0.05024931117 |
| Kurtosis | -0.4239247361 |
| Mean | 0.8951270643 |
| Median Absolute Deviation (MAD) | 0.032091176 |
| Skewness | -0.4309339828 |
| Sum | 2835.76254 |
| Variance | 0.002023157075 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.859712348 | 2 | 0.1% | |
| 0.877668869 | 2 | 0.1% | |
| 0.962934182 | 1 | < 0.1% | |
| 0.917882901 | 1 | < 0.1% | |
| 0.916256498 | 1 | < 0.1% | |
| 0.878658656 | 1 | < 0.1% | |
| 0.876232649 | 1 | < 0.1% | |
| 0.843055776 | 1 | < 0.1% | |
| 0.848919459 | 1 | < 0.1% | |
| 0.82728022 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.738650686 | 1 | < 0.1% | |
| 0.747569467 | 1 | < 0.1% | |
| 0.74769487 | 1 | < 0.1% | |
| 0.748495008 | 1 | < 0.1% | |
| 0.74867638 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.981996589 | 1 | < 0.1% | |
| 0.97848179 | 1 | < 0.1% | |
| 0.97653297 | 1 | < 0.1% | |
| 0.976462619 | 1 | < 0.1% | |
| 0.976355461 | 1 | < 0.1% |
sfm
Real number (ℝ≥0)
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4082164114 |
|---|---|
| Minimum | 0.036876475 |
| Maximum | 0.842935931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.036876475 |
|---|---|
| 5-th percentile | 0.1584453161 |
| Q1 | 0.2580405218 |
| median | 0.3963351565 |
| Q3 | 0.533676165 |
| 95-th percentile | 0.7328248347 |
| Maximum | 0.842935931 |
| Range | 0.806059456 |
| Interquartile range (IQR) | 0.2756356432 |
Descriptive statistics
| Standard deviation | 0.177521105 |
|---|---|
| Coefficient of variation (CV) | 0.4348700837 |
| Kurtosis | -0.8359339026 |
| Mean | 0.4082164114 |
| Median Absolute Deviation (MAD) | 0.138087565 |
| Skewness | 0.339957584 |
| Sum | 1293.229591 |
| Variance | 0.03151374272 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.31439768 | 2 | 0.1% | |
| 0.084934364 | 2 | 0.1% | |
| 0.729219164 | 1 | < 0.1% | |
| 0.604020485 | 1 | < 0.1% | |
| 0.277778296 | 1 | < 0.1% | |
| 0.577478039 | 1 | < 0.1% | |
| 0.137375316 | 1 | < 0.1% | |
| 0.176644894 | 1 | < 0.1% | |
| 0.390979855 | 1 | < 0.1% | |
| 0.448047798 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.036876475 | 1 | < 0.1% | |
| 0.080237471 | 1 | < 0.1% | |
| 0.080963443 | 1 | < 0.1% | |
| 0.082204085 | 1 | < 0.1% | |
| 0.082655606 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.842935931 | 1 | < 0.1% | |
| 0.831346867 | 1 | < 0.1% | |
| 0.826099138 | 1 | < 0.1% | |
| 0.822670654 | 1 | < 0.1% | |
| 0.822586636 | 1 | < 0.1% |
| Distinct | 2825 |
|---|---|
| Distinct (%) | 89.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1652817968 |
|---|---|
| Minimum | 0 |
| Maximum | 0.28 |
| Zeros | 236 |
| Zeros (%) | 7.4% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1180157757 |
| median | 0.1865986395 |
| Q3 | 0.2211041342 |
| 95-th percentile | 0.2608128743 |
| Maximum | 0.28 |
| Range | 0.28 |
| Interquartile range (IQR) | 0.1030883585 |
Descriptive statistics
| Standard deviation | 0.07720301385 |
|---|---|
| Coefficient of variation (CV) | 0.4670993138 |
| Kurtosis | -0.2559077038 |
| Mean | 0.1652817968 |
| Median Absolute Deviation (MAD) | 0.044509883 |
| Skewness | -0.8372359938 |
| Sum | 523.6127321 |
| Variance | 0.005960305347 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 236 | 7.4% | |
| 0.28 | 10 | 0.3% | |
| 0.060053619 | 5 | 0.2% | |
| 0.060047657 | 5 | 0.2% | |
| 0.186666667 | 5 | 0.2% | |
| 0.050087977 | 4 | 0.1% | |
| 0.050114242 | 4 | 0.1% | |
| 0.050055866 | 4 | 0.1% | |
| 0.05005988 | 4 | 0.1% | |
| 0.050133333 | 4 | 0.1% | |
| Other values (2815) | 2887 | 91.1% |
| Value | Count | Frequency (%) | |
| 0 | 236 | 7.4% | |
| 0.000727903 | 1 | < 0.1% | |
| 0.000774908 | 1 | < 0.1% | |
| 0.000800763 | 1 | < 0.1% | |
| 0.000842739 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.28 | 10 | 0.3% | |
| 0.27970339 | 1 | < 0.1% | |
| 0.279585185 | 1 | < 0.1% | |
| 0.279522998 | 1 | < 0.1% | |
| 0.27911811 | 1 | < 0.1% |
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1809066104 |
|---|---|
| Minimum | 0.039363343 |
| Maximum | 0.251123759 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.039363343 |
|---|---|
| 5-th percentile | 0.1259677736 |
| Q1 | 0.1636621367 |
| median | 0.1848384095 |
| Q3 | 0.199146051 |
| 95-th percentile | 0.2291036805 |
| Maximum | 0.251123759 |
| Range | 0.211760416 |
| Interquartile range (IQR) | 0.03548391425 |
Descriptive statistics
| Standard deviation | 0.0299178379 |
|---|---|
| Coefficient of variation (CV) | 0.1653772509 |
| Kurtosis | 0.8051605422 |
| Mean | 0.1809066104 |
| Median Absolute Deviation (MAD) | 0.017386913 |
| Skewness | -0.6174952713 |
| Sum | 573.1121417 |
| Variance | 0.0008950770247 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.212189915 | 2 | 0.1% | |
| 0.213732372 | 2 | 0.1% | |
| 0.159510792 | 1 | < 0.1% | |
| 0.118338679 | 1 | < 0.1% | |
| 0.224630573 | 1 | < 0.1% | |
| 0.189139373 | 1 | < 0.1% | |
| 0.19083691 | 1 | < 0.1% | |
| 0.202326264 | 1 | < 0.1% | |
| 0.085150614 | 1 | < 0.1% | |
| 0.202306162 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.039363343 | 1 | < 0.1% | |
| 0.048254075 | 1 | < 0.1% | |
| 0.059645487 | 1 | < 0.1% | |
| 0.059780985 | 1 | < 0.1% | |
| 0.062182312 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.251123759 | 1 | < 0.1% | |
| 0.249636593 | 1 | < 0.1% | |
| 0.247040684 | 1 | < 0.1% | |
| 0.244356447 | 1 | < 0.1% | |
| 0.243528037 | 1 | < 0.1% |
meanfun
Real number (ℝ≥0)
| Distinct | 3166 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1428067343 |
|---|---|
| Minimum | 0.055565349 |
| Maximum | 0.237636387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.055565349 |
|---|---|
| 5-th percentile | 0.0936270943 |
| Q1 | 0.1169984858 |
| median | 0.140518518 |
| Q3 | 0.16958062 |
| 95-th percentile | 0.1934318978 |
| Maximum | 0.237636387 |
| Range | 0.182071038 |
| Interquartile range (IQR) | 0.05258213425 |
Descriptive statistics
| Standard deviation | 0.03230443258 |
|---|---|
| Coefficient of variation (CV) | 0.2262108488 |
| Kurtosis | -0.85995965 |
| Mean | 0.1428067343 |
| Median Absolute Deviation (MAD) | 0.02632417 |
| Skewness | 0.03914069061 |
| Sum | 452.4117342 |
| Variance | 0.001043576364 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.133667303 | 2 | 0.1% | |
| 0.139942478 | 2 | 0.1% | |
| 0.153608913 | 1 | < 0.1% | |
| 0.137531375 | 1 | < 0.1% | |
| 0.152124648 | 1 | < 0.1% | |
| 0.159489859 | 1 | < 0.1% | |
| 0.099035819 | 1 | < 0.1% | |
| 0.114059555 | 1 | < 0.1% | |
| 0.118013237 | 1 | < 0.1% | |
| 0.135820568 | 1 | < 0.1% | |
| Other values (3156) | 3156 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.055565349 | 1 | < 0.1% | |
| 0.057045239 | 1 | < 0.1% | |
| 0.060965707 | 1 | < 0.1% | |
| 0.062541644 | 1 | < 0.1% | |
| 0.06347518 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.237636387 | 1 | < 0.1% | |
| 0.23113529 | 1 | < 0.1% | |
| 0.22915253 | 1 | < 0.1% | |
| 0.225755471 | 1 | < 0.1% | |
| 0.223417049 | 1 | < 0.1% |
minfun
Real number (ℝ≥0)
| Distinct | 913 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03680180836 |
|---|---|
| Minimum | 0.009775171 |
| Maximum | 0.204081633 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.009775171 |
|---|---|
| 5-th percentile | 0.015794669 |
| Q1 | 0.018223235 |
| median | 0.04610951 |
| Q3 | 0.047904192 |
| 95-th percentile | 0.05644147355 |
| Maximum | 0.204081633 |
| Range | 0.194306462 |
| Interquartile range (IQR) | 0.029680957 |
Descriptive statistics
| Standard deviation | 0.01921995215 |
|---|---|
| Coefficient of variation (CV) | 0.5222556446 |
| Kurtosis | 10.75808577 |
| Mean | 0.03680180836 |
| Median Absolute Deviation (MAD) | 0.011266304 |
| Skewness | 1.87800396 |
| Sum | 116.5881289 |
| Variance | 0.0003694065605 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.046920821 | 64 | 2.0% | |
| 0.047105005 | 59 | 1.9% | |
| 0.047012733 | 53 | 1.7% | |
| 0.046966732 | 47 | 1.5% | |
| 0.047058824 | 46 | 1.5% | |
| 0.04729064 | 46 | 1.5% | |
| 0.047151277 | 41 | 1.3% | |
| 0.04719764 | 40 | 1.3% | |
| 0.047384008 | 40 | 1.3% | |
| 0.047477745 | 35 | 1.1% | |
| Other values (903) | 2697 | 85.1% |
| Value | Count | Frequency (%) | |
| 0.009775171 | 1 | < 0.1% | |
| 0.009784736 | 1 | < 0.1% | |
| 0.00990099 | 1 | < 0.1% | |
| 0.009910803 | 1 | < 0.1% | |
| 0.010162602 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.204081633 | 1 | < 0.1% | |
| 0.2 | 2 | 0.1% | |
| 0.185185185 | 1 | < 0.1% | |
| 0.178571429 | 1 | < 0.1% | |
| 0.168421053 | 1 | < 0.1% |
maxfun
Real number (ℝ≥0)
| Distinct | 123 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2588422457 |
|---|---|
| Minimum | 0.103092784 |
| Maximum | 0.279113924 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.103092784 |
|---|---|
| 5-th percentile | 0.1924698792 |
| Q1 | 0.253968254 |
| median | 0.271186441 |
| Q3 | 0.277456647 |
| 95-th percentile | 0.279069767 |
| Maximum | 0.279113924 |
| Range | 0.17602114 |
| Interquartile range (IQR) | 0.023488393 |
Descriptive statistics
| Standard deviation | 0.03007730937 |
|---|---|
| Coefficient of variation (CV) | 0.1161993835 |
| Kurtosis | 5.203917905 |
| Mean | 0.2588422457 |
| Median Absolute Deviation (MAD) | 0.007883326 |
| Skewness | -2.238534779 |
| Sum | 820.0122343 |
| Variance | 0.0009046445387 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.279069767 | 532 | 16.8% | |
| 0.275862069 | 462 | 14.6% | |
| 0.277456647 | 339 | 10.7% | |
| 0.271186441 | 235 | 7.4% | |
| 0.266666667 | 159 | 5.0% | |
| 0.262295082 | 127 | 4.0% | |
| 0.274285714 | 107 | 3.4% | |
| 0.25 | 101 | 3.2% | |
| 0.258064516 | 86 | 2.7% | |
| 0.253968254 | 62 | 2.0% | |
| Other values (113) | 958 | 30.2% |
| Value | Count | Frequency (%) | |
| 0.103092784 | 1 | < 0.1% | |
| 0.105263158 | 1 | < 0.1% | |
| 0.108695652 | 1 | < 0.1% | |
| 0.111111111 | 1 | < 0.1% | |
| 0.112359551 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.279113924 | 6 | 0.2% | |
| 0.279069767 | 532 | 16.8% | |
| 0.277777778 | 39 | 1.2% | |
| 0.277456647 | 339 | 10.7% | |
| 0.277358491 | 3 | 0.1% |
meandom
Real number (ℝ≥0)
| Distinct | 2999 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8292109597 |
|---|---|
| Minimum | 0.0078125 |
| Maximum | 2.957682292 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.0078125 |
|---|---|
| 5-th percentile | 0.1044901209 |
| Q1 | 0.4198279747 |
| median | 0.765794837 |
| Q3 | 1.177165905 |
| 95-th percentile | 1.800401651 |
| Maximum | 2.957682292 |
| Range | 2.949869792 |
| Interquartile range (IQR) | 0.7573379298 |
Descriptive statistics
| Standard deviation | 0.5252050333 |
|---|---|
| Coefficient of variation (CV) | 0.6333792712 |
| Kurtosis | -0.05477253033 |
| Mean | 0.8292109597 |
| Median Absolute Deviation (MAD) | 0.374942472 |
| Skewness | 0.6110224343 |
| Sum | 2626.94032 |
| Variance | 0.275840327 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.0078125 | 61 | 1.9% | |
| 0.4609375 | 4 | 0.1% | |
| 0.0703125 | 4 | 0.1% | |
| 0.1953125 | 4 | 0.1% | |
| 0.71875 | 4 | 0.1% | |
| 0.578125 | 3 | 0.1% | |
| 1.0078125 | 3 | 0.1% | |
| 0.6875 | 3 | 0.1% | |
| 0.2578125 | 3 | 0.1% | |
| 1.372395833 | 3 | 0.1% | |
| Other values (2989) | 3076 | 97.1% |
| Value | Count | Frequency (%) | |
| 0.0078125 | 61 | 1.9% | |
| 0.007978723 | 1 | < 0.1% | |
| 0.007990057 | 1 | < 0.1% | |
| 0.008184524 | 1 | < 0.1% | |
| 0.008246528 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.957682292 | 1 | < 0.1% | |
| 2.805245536 | 1 | < 0.1% | |
| 2.676988636 | 1 | < 0.1% | |
| 2.591579861 | 1 | < 0.1% | |
| 2.544270833 | 1 | < 0.1% |
mindom
Real number (ℝ≥0)
| Distinct | 77 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05264704543 |
|---|---|
| Minimum | 0.004882813 |
| Maximum | 0.458984375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.004882813 |
|---|---|
| 5-th percentile | 0.0078125 |
| Q1 | 0.0078125 |
| median | 0.0234375 |
| Q3 | 0.0703125 |
| 95-th percentile | 0.1875 |
| Maximum | 0.458984375 |
| Range | 0.454101562 |
| Interquartile range (IQR) | 0.0625 |
Descriptive statistics
| Standard deviation | 0.06329947813 |
|---|---|
| Coefficient of variation (CV) | 1.202336762 |
| Kurtosis | 2.187585991 |
| Mean | 0.05264704543 |
| Median Absolute Deviation (MAD) | 0.015625 |
| Skewness | 1.661113783 |
| Sum | 166.7858399 |
| Variance | 0.004006823932 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.0234375 | 1246 | 39.3% | |
| 0.0078125 | 814 | 25.7% | |
| 0.1640625 | 109 | 3.4% | |
| 0.0546875 | 63 | 2.0% | |
| 0.004882813 | 61 | 1.9% | |
| 0.15625 | 46 | 1.5% | |
| 0.09375 | 46 | 1.5% | |
| 0.2109375 | 45 | 1.4% | |
| 0.0703125 | 42 | 1.3% | |
| 0.015625 | 38 | 1.2% | |
| Other values (67) | 658 | 20.8% |
| Value | Count | Frequency (%) | |
| 0.004882813 | 61 | 1.9% | |
| 0.0078125 | 814 | 25.7% | |
| 0.014648438 | 2 | 0.1% | |
| 0.015625 | 38 | 1.2% | |
| 0.01953125 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.458984375 | 1 | < 0.1% | |
| 0.44921875 | 1 | < 0.1% | |
| 0.400390625 | 1 | < 0.1% | |
| 0.3515625 | 1 | < 0.1% | |
| 0.34375 | 1 | < 0.1% |
| Distinct | 1054 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.047276738 |
|---|---|
| Minimum | 0.0078125 |
| Maximum | 21.8671875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0.0078125 |
|---|---|
| 5-th percentile | 0.3125 |
| Q1 | 2.0703125 |
| median | 4.9921875 |
| Q3 | 7.0078125 |
| 95-th percentile | 10.640625 |
| Maximum | 21.8671875 |
| Range | 21.859375 |
| Interquartile range (IQR) | 4.9375 |
Descriptive statistics
| Standard deviation | 3.521156611 |
|---|---|
| Coefficient of variation (CV) | 0.6976349415 |
| Kurtosis | 1.31473759 |
| Mean | 5.047276738 |
| Median Absolute Deviation (MAD) | 2.40625 |
| Skewness | 0.7261889465 |
| Sum | 15989.77271 |
| Variance | 12.39854388 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.0078125 | 61 | 1.9% | |
| 7 | 21 | 0.7% | |
| 5.15625 | 16 | 0.5% | |
| 12.0234375 | 15 | 0.5% | |
| 0.786132813 | 13 | 0.4% | |
| 0.5625 | 13 | 0.4% | |
| 0.6953125 | 13 | 0.4% | |
| 5.2734375 | 11 | 0.3% | |
| 0.734375 | 11 | 0.3% | |
| 5.390625 | 11 | 0.3% | |
| Other values (1044) | 2983 | 94.2% |
| Value | Count | Frequency (%) | |
| 0.0078125 | 61 | 1.9% | |
| 0.015625 | 3 | 0.1% | |
| 0.0234375 | 1 | < 0.1% | |
| 0.0546875 | 1 | < 0.1% | |
| 0.0703125 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 21.8671875 | 1 | < 0.1% | |
| 21.84375 | 1 | < 0.1% | |
| 21.796875 | 1 | < 0.1% | |
| 21.5625 | 1 | < 0.1% | |
| 21.515625 | 1 | < 0.1% |
| Distinct | 1091 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.994629692 |
|---|---|
| Minimum | 0 |
| Maximum | 21.84375 |
| Zeros | 65 |
| Zeros (%) | 2.1% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.265625 |
| Q1 | 2.044921875 |
| median | 4.9453125 |
| Q3 | 6.9921875 |
| 95-th percentile | 10.60898437 |
| Maximum | 21.84375 |
| Range | 21.84375 |
| Interquartile range (IQR) | 4.947265625 |
Descriptive statistics
| Standard deviation | 3.52003912 |
|---|---|
| Coefficient of variation (CV) | 0.7047647847 |
| Kurtosis | 1.318012674 |
| Mean | 4.994629692 |
| Median Absolute Deviation (MAD) | 2.390625 |
| Skewness | 0.7282610635 |
| Sum | 15822.98687 |
| Variance | 12.39067541 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 65 | 2.1% | |
| 5.1328125 | 15 | 0.5% | |
| 0.625 | 15 | 0.5% | |
| 0.6796875 | 14 | 0.4% | |
| 3.75 | 13 | 0.4% | |
| 0.6640625 | 12 | 0.4% | |
| 0.640625 | 11 | 0.3% | |
| 8.8828125 | 11 | 0.3% | |
| 0.703125 | 11 | 0.3% | |
| 12 | 10 | 0.3% | |
| Other values (1081) | 2991 | 94.4% |
| Value | Count | Frequency (%) | |
| 0 | 65 | 2.1% | |
| 0.0078125 | 3 | 0.1% | |
| 0.015625 | 1 | < 0.1% | |
| 0.01953125 | 2 | 0.1% | |
| 0.024414063 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 21.84375 | 1 | < 0.1% | |
| 21.8203125 | 1 | < 0.1% | |
| 21.7734375 | 1 | < 0.1% | |
| 21.5390625 | 1 | < 0.1% | |
| 21.4921875 | 1 | < 0.1% |
| Distinct | 3079 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1737515061 |
|---|---|
| Minimum | 0 |
| Maximum | 0.932374101 |
| Zeros | 65 |
| Zeros (%) | 2.1% |
| Memory size | 24.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.05774969085 |
| Q1 | 0.099765806 |
| median | 0.1393570225 |
| Q3 | 0.2091832492 |
| 95-th percentile | 0.4055158152 |
| Maximum | 0.932374101 |
| Range | 0.932374101 |
| Interquartile range (IQR) | 0.1094174432 |
Descriptive statistics
| Standard deviation | 0.1194543894 |
|---|---|
| Coefficient of variation (CV) | 0.6875013176 |
| Kurtosis | 5.924935219 |
| Mean | 0.1737515061 |
| Median Absolute Deviation (MAD) | 0.047418634 |
| Skewness | 2.064334578 |
| Sum | 550.4447715 |
| Variance | 0.01426935115 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 65 | 2.1% | |
| 0.2 | 3 | 0.1% | |
| 0.052631579 | 3 | 0.1% | |
| 0.133333333 | 3 | 0.1% | |
| 0.166666667 | 3 | 0.1% | |
| 0.117647059 | 3 | 0.1% | |
| 0.05 | 2 | 0.1% | |
| 0.240740741 | 2 | 0.1% | |
| 0.136842105 | 2 | 0.1% | |
| 0.192307692 | 2 | 0.1% | |
| Other values (3069) | 3080 | 97.2% |
| Value | Count | Frequency (%) | |
| 0 | 65 | 2.1% | |
| 0.019881353 | 1 | < 0.1% | |
| 0.02164751 | 1 | < 0.1% | |
| 0.021943574 | 1 | < 0.1% | |
| 0.022167488 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.932374101 | 1 | < 0.1% | |
| 0.879503106 | 1 | < 0.1% | |
| 0.857764245 | 1 | < 0.1% | |
| 0.854700855 | 1 | < 0.1% | |
| 0.844482759 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| meanfreq | sd | median | Q25 | Q75 | IQR | skew | kurt | sp.ent | sfm | mode | centroid | meanfun | minfun | maxfun | meandom | mindom | maxdom | dfrange | modindx | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.059781 | 0.064241 | 0.032027 | 0.015071 | 0.090193 | 0.075122 | 12.863462 | 274.402905 | 0.893369 | 0.491918 | 0.000000 | 0.059781 | 0.084279 | 0.015702 | 0.275862 | 0.007812 | 0.007812 | 0.007812 | 0.000000 | 0.000000 | male |
| 1 | 0.066009 | 0.067310 | 0.040229 | 0.019414 | 0.092666 | 0.073252 | 22.423285 | 634.613855 | 0.892193 | 0.513724 | 0.000000 | 0.066009 | 0.107937 | 0.015826 | 0.250000 | 0.009014 | 0.007812 | 0.054688 | 0.046875 | 0.052632 | male |
| 2 | 0.077316 | 0.083829 | 0.036718 | 0.008701 | 0.131908 | 0.123207 | 30.757155 | 1024.927705 | 0.846389 | 0.478905 | 0.000000 | 0.077316 | 0.098706 | 0.015656 | 0.271186 | 0.007990 | 0.007812 | 0.015625 | 0.007812 | 0.046512 | male |
| 3 | 0.151228 | 0.072111 | 0.158011 | 0.096582 | 0.207955 | 0.111374 | 1.232831 | 4.177296 | 0.963322 | 0.727232 | 0.083878 | 0.151228 | 0.088965 | 0.017798 | 0.250000 | 0.201497 | 0.007812 | 0.562500 | 0.554688 | 0.247119 | male |
| 4 | 0.135120 | 0.079146 | 0.124656 | 0.078720 | 0.206045 | 0.127325 | 1.101174 | 4.333713 | 0.971955 | 0.783568 | 0.104261 | 0.135120 | 0.106398 | 0.016931 | 0.266667 | 0.712812 | 0.007812 | 5.484375 | 5.476562 | 0.208274 | male |
| 5 | 0.132786 | 0.079557 | 0.119090 | 0.067958 | 0.209592 | 0.141634 | 1.932562 | 8.308895 | 0.963181 | 0.738307 | 0.112555 | 0.132786 | 0.110132 | 0.017112 | 0.253968 | 0.298222 | 0.007812 | 2.726562 | 2.718750 | 0.125160 | male |
| 6 | 0.150762 | 0.074463 | 0.160106 | 0.092899 | 0.205718 | 0.112819 | 1.530643 | 5.987498 | 0.967573 | 0.762638 | 0.086197 | 0.150762 | 0.105945 | 0.026230 | 0.266667 | 0.479620 | 0.007812 | 5.312500 | 5.304688 | 0.123992 | male |
| 7 | 0.160514 | 0.076767 | 0.144337 | 0.110532 | 0.231962 | 0.121430 | 1.397156 | 4.766611 | 0.959255 | 0.719858 | 0.128324 | 0.160514 | 0.093052 | 0.017758 | 0.144144 | 0.301339 | 0.007812 | 0.539062 | 0.531250 | 0.283937 | male |
| 8 | 0.142239 | 0.078018 | 0.138587 | 0.088206 | 0.208587 | 0.120381 | 1.099746 | 4.070284 | 0.970723 | 0.770992 | 0.219103 | 0.142239 | 0.096729 | 0.017957 | 0.250000 | 0.336476 | 0.007812 | 2.164062 | 2.156250 | 0.148272 | male |
| 9 | 0.134329 | 0.080350 | 0.121451 | 0.075580 | 0.201957 | 0.126377 | 1.190368 | 4.787310 | 0.975246 | 0.804505 | 0.011699 | 0.134329 | 0.105881 | 0.019300 | 0.262295 | 0.340365 | 0.015625 | 4.695312 | 4.679688 | 0.089920 | male |
Last rows
| meanfreq | sd | median | Q25 | Q75 | IQR | skew | kurt | sp.ent | sfm | mode | centroid | meanfun | minfun | maxfun | meandom | mindom | maxdom | dfrange | modindx | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3158 | 0.183667 | 0.040607 | 0.182534 | 0.156480 | 0.207646 | 0.051166 | 2.054138 | 7.483019 | 0.898138 | 0.313925 | 0.177040 | 0.183667 | 0.149237 | 0.018648 | 0.262295 | 0.550312 | 0.007812 | 3.421875 | 3.414062 | 0.166503 | female |
| 3159 | 0.168794 | 0.085842 | 0.188980 | 0.095558 | 0.240229 | 0.144671 | 1.462248 | 5.077956 | 0.956201 | 0.706861 | 0.184442 | 0.168794 | 0.182863 | 0.020699 | 0.271186 | 0.988281 | 0.007812 | 5.882812 | 5.875000 | 0.268617 | female |
| 3160 | 0.151771 | 0.089147 | 0.185970 | 0.058159 | 0.230199 | 0.172040 | 1.227710 | 4.304354 | 0.962045 | 0.744590 | 0.230547 | 0.151771 | 0.201600 | 0.023426 | 0.266667 | 0.766741 | 0.007812 | 4.007812 | 4.000000 | 0.192220 | female |
| 3161 | 0.170656 | 0.081237 | 0.184277 | 0.113012 | 0.239096 | 0.126084 | 1.378256 | 5.431663 | 0.950750 | 0.658558 | 0.161506 | 0.170656 | 0.198475 | 0.160000 | 0.253968 | 0.414062 | 0.007812 | 0.734375 | 0.726562 | 0.336918 | female |
| 3162 | 0.146023 | 0.092525 | 0.183434 | 0.041747 | 0.224337 | 0.182590 | 1.384981 | 5.118927 | 0.948999 | 0.659825 | 0.215482 | 0.146023 | 0.195640 | 0.039506 | 0.275862 | 0.533854 | 0.007812 | 2.992188 | 2.984375 | 0.258924 | female |
| 3163 | 0.131884 | 0.084734 | 0.153707 | 0.049285 | 0.201144 | 0.151859 | 1.762129 | 6.630383 | 0.962934 | 0.763182 | 0.200836 | 0.131884 | 0.182790 | 0.083770 | 0.262295 | 0.832899 | 0.007812 | 4.210938 | 4.203125 | 0.161929 | female |
| 3164 | 0.116221 | 0.089221 | 0.076758 | 0.042718 | 0.204911 | 0.162193 | 0.693730 | 2.503954 | 0.960716 | 0.709570 | 0.013683 | 0.116221 | 0.188980 | 0.034409 | 0.275862 | 0.909856 | 0.039062 | 3.679688 | 3.640625 | 0.277897 | female |
| 3165 | 0.142056 | 0.095798 | 0.183731 | 0.033424 | 0.224360 | 0.190936 | 1.876502 | 6.604509 | 0.946854 | 0.654196 | 0.008006 | 0.142056 | 0.209918 | 0.039506 | 0.275862 | 0.494271 | 0.007812 | 2.937500 | 2.929688 | 0.194759 | female |
| 3166 | 0.143659 | 0.090628 | 0.184976 | 0.043508 | 0.219943 | 0.176435 | 1.591065 | 5.388298 | 0.950436 | 0.675470 | 0.212202 | 0.143659 | 0.172375 | 0.034483 | 0.250000 | 0.791360 | 0.007812 | 3.593750 | 3.585938 | 0.311002 | female |
| 3167 | 0.165509 | 0.092884 | 0.183044 | 0.070072 | 0.250827 | 0.180756 | 1.705029 | 5.769115 | 0.938829 | 0.601529 | 0.267702 | 0.165509 | 0.185607 | 0.062257 | 0.271186 | 0.227022 | 0.007812 | 0.554688 | 0.546875 | 0.350000 | female |
Most frequent
| meanfreq | sd | median | Q25 | Q75 | IQR | skew | kurt | sp.ent | sfm | mode | centroid | meanfun | minfun | maxfun | meandom | mindom | maxdom | dfrange | modindx | label | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.212190 | 0.043190 | 0.215153 | 0.188957 | 0.245644 | 0.056687 | 1.862573 | 6.109790 | 0.877669 | 0.314398 | 0.188957 | 0.212190 | 0.139942 | 0.047198 | 0.279070 | 1.925551 | 0.023438 | 15.609375 | 15.585938 | 0.121344 | female | 2 |
| 1 | 0.213732 | 0.057705 | 0.242573 | 0.141701 | 0.257984 | 0.116283 | 2.113598 | 7.890927 | 0.859712 | 0.084934 | 0.248978 | 0.213732 | 0.133667 | 0.028319 | 0.253968 | 0.818125 | 0.132812 | 4.164062 | 4.031250 | 0.229051 | male | 2 |